{"id":"https://openalex.org/W2118240967","doi":"https://doi.org/10.7148/2009-0563-0569","title":"Neural Network Predictive Control Of A Chemical Reactor","display_name":"Neural Network Predictive Control Of A Chemical Reactor","publication_year":2009,"publication_date":"2009-06-09","ids":{"openalex":"https://openalex.org/W2118240967","doi":"https://doi.org/10.7148/2009-0563-0569","mag":"2118240967"},"language":"en","primary_location":{"id":"doi:10.7148/2009-0563-0569","is_oa":false,"landing_page_url":"https://doi.org/10.7148/2009-0563-0569","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ECMS 2009 Proceedings edited by J. Otamendi, A. Bargiela, J. L. Montes, L. M. Doncel Pedrera","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5004361592","display_name":"Anna Vasi\u010dkaninov\u00e1","orcid":null},"institutions":[{"id":"https://openalex.org/I110757952","display_name":"Slovak University of Technology in Bratislava","ror":"https://ror.org/0561ghm58","country_code":"SK","type":"education","lineage":["https://openalex.org/I110757952"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Anna Vasickaninova","raw_affiliation_strings":["Slovak University of Technology in Bratislava, Bratislava, Slovakia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Slovak University of Technology in Bratislava, Bratislava, Slovakia","institution_ids":["https://openalex.org/I110757952"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052157826","display_name":"Monika Bako\u0161ov\u00e1","orcid":null},"institutions":[{"id":"https://openalex.org/I110757952","display_name":"Slovak University of Technology in Bratislava","ror":"https://ror.org/0561ghm58","country_code":"SK","type":"education","lineage":["https://openalex.org/I110757952"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Monika Bakosova","raw_affiliation_strings":["Slovak University  of Technology in Bratislava"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Slovak University  of Technology in Bratislava","institution_ids":["https://openalex.org/I110757952"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I110757952"],"apc_list":null,"apc_paid":null,"fwci":4.5828,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.94539379,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"563","last_page":"569"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10791","display_name":"Advanced Control Systems Optimization","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10791","display_name":"Advanced Control Systems Optimization","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9851999878883362,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/model-predictive-control","display_name":"Model predictive control","score":0.9187625646591187},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7369868159294128},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.6689577698707581},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.5430315732955933},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5297794342041016},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.4938109815120697},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.4745688736438751},{"id":"https://openalex.org/keywords/pid-controller","display_name":"PID controller","score":0.44982120394706726},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.3802131414413452},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3233901262283325},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22433680295944214},{"id":"https://openalex.org/keywords/temperature-control","display_name":"Temperature control","score":0.16870656609535217}],"concepts":[{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.9187625646591187},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7369868159294128},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.6689577698707581},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.5430315732955933},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5297794342041016},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.4938109815120697},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.4745688736438751},{"id":"https://openalex.org/C47116090","wikidata":"https://www.wikidata.org/wiki/Q716829","display_name":"PID controller","level":3,"score":0.44982120394706726},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.3802131414413452},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3233901262283325},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22433680295944214},{"id":"https://openalex.org/C536315585","wikidata":"https://www.wikidata.org/wiki/Q7698332","display_name":"Temperature control","level":2,"score":0.16870656609535217},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.7148/2009-0563-0569","is_oa":false,"landing_page_url":"https://doi.org/10.7148/2009-0563-0569","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ECMS 2009 Proceedings edited by J. Otamendi, A. Bargiela, J. L. Montes, L. M. Doncel Pedrera","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.538.860","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.538.860","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.acs.chtf.stuba.sk/papers/acs_0044.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W4225364","https://openalex.org/W28127275","https://openalex.org/W161168623","https://openalex.org/W1485567977","https://openalex.org/W1492106702","https://openalex.org/W1517536705","https://openalex.org/W1535260033","https://openalex.org/W1536559965","https://openalex.org/W1611306188","https://openalex.org/W1839440842","https://openalex.org/W1968375151","https://openalex.org/W1969705022","https://openalex.org/W1988718129","https://openalex.org/W2002219970","https://openalex.org/W2016211524","https://openalex.org/W2027045220","https://openalex.org/W2062706881","https://openalex.org/W2073787051","https://openalex.org/W2079325629","https://openalex.org/W2123224804","https://openalex.org/W2123826923","https://openalex.org/W2133321814","https://openalex.org/W2134437265","https://openalex.org/W2256578114","https://openalex.org/W2912565176","https://openalex.org/W2973332067","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2002388147","https://openalex.org/W3098928304","https://openalex.org/W2394883510","https://openalex.org/W2150958483","https://openalex.org/W2922503265","https://openalex.org/W2023324176","https://openalex.org/W4320922540","https://openalex.org/W82747921","https://openalex.org/W4384916966","https://openalex.org/W2000675896"],"abstract_inverted_index":{"Model":[0],"Predictive":[1],"Control":[2],"(MPC)":[3],"refers":[4],"to":[5,20,61],"a":[6,12,26,35,53,58,78],"class":[7],"of":[8,14,25,38,57,87,94],"algorithms":[9],"that":[10,46,72],"compute":[11],"sequence":[13],"manipulated":[15],"variable":[16],"adjustments":[17],"in":[18,34,49],"order":[19],"optimize":[21,74],"the":[22,69,84,88,95],"future":[23,63,80],"behaviour":[24],"plant.":[27],"MPC":[28],"technology":[29],"can":[30],"now":[31],"be":[32],"found":[33],"wide":[36],"variety":[37],"application":[39],"areas.":[40],"The":[41,66,102],"neural":[42,54,89],"network":[43,55,90],"predictive":[44,92],"controller":[45,67],"is":[47,100],"discussed":[48],"this":[50],"paper":[51],"uses":[52],"model":[56],"nonlinear":[59],"plant":[60,64,75],"predict":[62],"performance.":[65],"calculates":[68],"control":[70,93],"input":[71],"will":[73],"performance":[76],"over":[77],"specified":[79],"time":[81],"horizon.":[82],"In":[83],"paper,":[85],"simulation":[86,103],"based":[91],"continuous":[96],"stirred":[97],"tank":[98],"reactor":[99],"presented.":[101],"results":[104],"are":[105],"compared":[106],"with":[107],"fuzzy":[108],"and":[109],"PID":[110],"control.":[111]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
